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roxanneardary

OpenCluster is a modular, federated, open-source infrastructure platform built for sovereign AI, distributed compute, municipal resilience, and community-owned infrastructure. Designed around AGPL-3.0+ licensed software and open hardware principles, OpenCluster enables scalable, repairable, and upgradeable systems that prioritize federation, security, resilience, and long-term sustainability without centralized vendor lock-in.

HarvestIQ is an open-source AI-powered land intelligence and simulation platform that helps property owners optimize every square inch of their land for maximum productivity, profitability, and sustainability. By combining geospatial mapping, zoning law compliance, market forecasting, and user-defined skills and goals, HarvestIQ generates actionable, real-world land-use strategies and allows users to simulate outcomes before implementation.

GeoListing is an AGPL 3.0+ licensed modular AI platform for real estate marketing, semantic search optimization, compliance automation, and AI-powered property discovery. Built for brokerages, agents, developers, and proptech platforms, GeoListing combines listing generation, SEO and LLM optimization, legal intelligence, market analytics, and advanced publishing workflows into open semantic infrastructure for modern real estate ecosystems.

Applied Unknowns is an open-source action-adventure scientific sandbox where gameplay becomes structured contribution to a persistent, deterministic simulation. Players explore, experiment, and build systems that are measured, validated, and permanently integrated into the evolving world. Instead of traditional progression or disposable content, every meaningful action can become lasting infrastructure, shaping how the world functions for everyone.

Infinity Arena is an open-source, AGPL 3.0+ modular fighting game where players create customizable male-and-female fighter pairs, design unique combat styles, and build synergistic abilities through fusion, DNA evolution, and modular weapon systems. Built as both a competitive fighting game and a community-driven creation platform, it empowers players to craft, share, and evolve fighters, combos, and entire combat systems in an infinite, expandable arena.

PrivyKey is an open-source, privacy-first authentication app that generates and manages secure two-factor authentication (2FA) codes using fully encrypted, local-only storage. Built with a modular, zero-knowledge architecture, it ensures that users retain complete control over their authentication secrets while maintaining strong protection against breaches, phishing, and unauthorized access.

CasaBot is an open-source AI-powered real estate companion that continuously monitors property listings based on your exact criteria and delivers timely alerts when matching homes become available. It combines listing aggregation, market analytics, and conversational AI to help users understand pricing trends, inventory changes, and market conditions in real time. Designed for transparency and extensibility, CasaBot empowers home buyers with automated insights and intelligent search capabilities to make more informed purchasing decisions.

OriginType is an open-source AI handwriting tutor that teaches print, cursive, signature development, and advanced typography through adaptive lessons, printable worksheets, and handwriting analysis from uploads or stylus input. It helps learners build control, legibility, and personal writing style, while offering a pathway from handwriting practice to designing real digital typefaces.

SteadyMission is an open-source AI simulation and mission-alignment platform that helps organizations achieve business objectives without compromising their mission, values, or long-term direction. By combining multi-agent AI reasoning, strategic scenario modeling, and mission-aware constraint systems, SteadyMission evaluates whether proposed strategies remain aligned with organizational principles before real-world execution.

Zentis is an open-source infrastructure layer for interpretive governance, designed to separate platform policy enforcement from probabilistic legal risk analysis. It provides structured, explainable scoring of digital content across policy rules and jurisdiction-aware legal frameworks, enabling transparent, user-controlled governance without making deterministic legal judgments.

No Lock-In Compliance Standard (NLCS v1.0) is an open architecture and governance framework designed to eliminate vendor lock-in across AI systems and software infrastructure. It defines a fully modular, interchangeable system model where AI, data, execution, and policy layers can be independently swapped without breaking system functionality, while maintaining AGPL 3.0+ compliance and machine-verifiable portability standards.

GuardianNX is a modular, AGPL-3.0+ open source home security operating system designed to eliminate vendor lock-in through fully replaceable hardware and software components. It integrates edge AI surveillance, encrypted sensor networks, and autonomous response systems into a unified, privacy-first platform that operates locally by default and remains fully functional without cloud dependency.

Feedback360 is a modular civic intelligence platform that helps legislators understand exactly how constituents feel about each individual line item in a bill. It uses AI to break down complex legislation into plain-language explanations, collect structured public feedback, and generate secure, aggregated insights that highlight sentiment, themes, and policy impact in a clear and actionable way.

InceptID is an open-source AI provenance and authenticity framework that traces images, videos, audio, and text back to their original source across platforms. It uses multimodal fingerprinting, steganographic provenance embedding, and cross-platform intelligence to reconstruct how content is created, modified, and shared, helping establish verifiable origin, detect manipulation, and preserve digital authorship in an AI-driven internet.

Axiomata is a constraint-driven neuro-symbolic geometry engine that transforms formal geometric systems into a generative space for structured creativity. By combining deterministic symbolic reasoning with neural construction proposal models, it explores, validates, and evolves geometric worlds through verifiable transformations. The system is designed to bridge logic and intuition, enabling the discovery of novel geometric structures within strictly defined formal constraints.

Project Solstice is a layered reasoning system stack designed to transform computation into structured, verifiable cognition. It combines neural inference, symbolic reasoning, adversarial validation, and autonomous orchestration into a unified architecture that emphasizes traceability, modularity, and correctness. Rather than producing isolated outputs, it builds full reasoning pipelines that can be decomposed, verified, versioned, and improved over time.

Stratum is an AI governance layer for MCP systems that sits between model intent and tool execution. It enforces permissions, policies, context controls, approval workflows, sandboxed execution, and audit logging to ensure every action taken by an AI system is authorized, traceable, and constrained by explicit rules before it runs.

OriginSeal is an open-source AGPL 3.0+ provenance infrastructure platform for AI systems built around MCP (Model Context Protocol). It preserves attribution, lineage, and identity across AI-generated content, tools, and workflows, ensuring that every output can be traced back through a verifiable history of transformations.

ARCA is a per-user provenance and originality ledger that tracks digital content across a creator’s personal history to determine whether each new post is genuinely novel, meaningfully contributed, and eligible for monetization. It combines timestamped archival records, content fingerprinting, behavioral authenticity scoring, and a transparent pre-submission evaluation system to ensure users always understand the originality and payout status of their content before publishing.

RecordMesh is an open source, modular AI system designed to transform structured legal intent into jurisdiction-aware real property instruments and county-ready recording packets. It bridges the gap between state property law and fragmented county recording systems by generating validated deeds, life estates, and related instruments while assembling filing-ready documentation tailored to local recording requirements.